Data Science & Machine Learning: What’s the Connection?

Data Science and Machine Learning are closely connected, but they are not the same thing.

Data Science is the broader field of using data to discover insights, solve problems, and support better decisions.

Machine Learning (ML) is one of the key technologies used within Data Science to make predictions and automate decisions from data.

🔹 Data Science : Collects, cleans, analyzes, and visualizes data
🔹 Machine Learning : Learns patterns from data and makes predictions
🔹 Together : Turn raw data into useful insights and intelligent solutions

For example, a company can use Data Science to analyze customer behavior and then use Machine Learning to predict which customers are likely to leave.

👉 In simple terms: Data Science works with data to understand what is happening, while Machine Learning helps computers learn from that data to predict what may happen next.